Optimization and Validation of an Adjustable Activity Classification Algorithm for Assessment of Physical Behavior in Elderly.
Wouter BijnensJos AartsAn StevensDarcy UmmelsKenneth MeijerPublished in: Sensors (2019)
Keyphrases
- classification algorithm
- knn
- k nearest neighbor
- training set
- physical activity
- training phase
- document classification
- class labels
- classification rules
- naive bayes
- support vector machine
- daily activities
- learning algorithm
- physical systems
- classification method
- input features
- activities of daily living
- database
- assisted living
- concept drift
- ambient intelligence
- accurate classification
- clustering algorithm
- image processing
- neural network
- databases